Yong Fan, PhD

faculty photo
Assistant Professor of Radiology
Department: Radiology

Contact information
Department of Radiology
Perelman School of Medicine
University of Pennsylvania
Richards Building, 7th floor
3700 Hamilton Walk
Philadelphia, PA 19104-6116
Office: 215-746-4065
Ph.D. (Pattern Recognition and Intelligent Systems)
Chinese Academy of Sciences, Beijing, China, 2003.
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Description of Research Expertise

Dr. Fan’s interests are in the field of imaging analytics and informatics, and more generally in computational imaging.

Much of his previous work has focused on computational neuroimaging in neuropsychiatry, which will continue to be a point of focus. However his program is expected to expand into other areas requiring advanced imaging analytics, especially towards the interface between imaging and genomics.

Selected Publications

L. Fu, L. Liu, J. Zhang, B. Xu, Y. Fan, and J. Tian: Comparison of dual-biomarker PIB-PET and dual-tracer PET in AD diagnosis. Eur Radiol 24(11): 2800-2809, Nov 2014 Notes: doi: 10.1007/s00330-014-3311-x. Epub 2014 Aug 6.

H. Cheng, H. Wu, and Y. Fan: Optimizing affinity measures for parcellating brain structures based on resting state fMRI data: A validation on medial superior frontal cortex. Journal of Neuroscience Methods 237: 90–102, Nov 2014.

Y. Hao, T. Wang, X. Zhang, Y. Duan, C. Yu, T. Jiang, and Y. Fan: Local Label Learning (LLL) for Subcortical Structure Segmentation: Application to Hippocampus Segmentation. Human Brain Mapping 35(6): 2674-2697, June 2014 Notes: doi: 10.1002/hbm.22359. Epub 2013 Oct 23.

D. Jiang, Y. Du, H. Cheng, T. Jiang, and Y. Fan: Groupwise spatial normalization of fMRI data based on multi-range functional connectivity patterns. Neuroimage 82: 355-372, Nov 2013.

Y. Du and Y. Fan: Group information guided ICA for fMRI data analysis. Neuroimage 69(1): 157-197, April 2013.

Y. Fan, F. Shi, J. Smith, W. Lin, J.H. Gilmore, and D. Shen: Brain anatomical networks in early human brain development. Neuroimage 54(3): 1862-1871, Feb 2011.

Y. Fan, Y. Liu, H. Wu, Y. Hao, H. Liu, Z. Liu, and T. Jiang: Discriminant analysis of functional connectivity patterns on Grassmann manifold. Neuroimage 56(4): 2058-67, June 2011.

Y. Fan, N. Batmanghelich, C. Clark, C. Davatzikos: Spatial patterns of brain atrophy in MCI patients, identified via high-dimensional pattern classification, predict subsequent cognitive decline. Neuroimage 39(4): 1731-1743, Feb 2008 Notes: Neuroimage One of the Top Ten Cited Articles of 2008.

Y. Fan, S.M. Resnick, X. Wu, and C. Davatzikos: Structural and functional biomarkers of prodromal Alzheimer's disease: A high-dimensional pattern classification study. Neuroimage 41(2): 277-285, June 2008 Notes: Neuroimage Editor’s Choice Award, the Organization for Human Brain Mapping.

Y. Fan, D. Shen, R.C. Gur, R.E. Gur, and C. Davatzikos: COMPARE: Classification of morphological patterns using adaptive regional elements. IEEE Transactions on Medical Imaging 26(1): 93-105, Jan 2007.

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Last updated: 04/10/2018
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